ReviewJournal of diabetes science and technology2015
Hypo- and Hyperglycemic Alarms: Devices and Algorithms.
Review in Journal of diabetes science and technology, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed, 1 synthesis or guideline pooled it, 32 citations in OpenAlex.
- Non-invasive and minimally invasive glucose monitoring devices: a systematic review and meta-analysis on diagnostic accuracy of hypoglycaemia detection.Systematic reviews · 2021Pooled it
- Hypoglycemia Detection and Carbohydrate Suggestion in an Artificial Pancreas.Journal of diabetes science and technology · 2016Trial
- Challenges and opportunities of wearable molecular sensors in endocrinology and metabolism.Nature reviews. Endocrinology · 2026Review
- Can Glucose Alarm Fatigue Threaten the Absolute Clinical Benefit of Continuous Glucose Monitoring in Optimal Glucose Management in Children and Adolescents with Type 1 Diabetes? A Narrative Review.Children (Basel, Switzerland) · 2025Review
- Variability of the Skin Temperature from Wrist-Worn Device for Definition of Novel Digital Biomarkers of Glycemia.Sensors (Basel, Switzerland) · 2025Article
- Explainable Machine Learning for Real-Time Hypoglycemia and Hyperglycemia Prediction and Personalized Control Recommendations.Journal of diabetes science and technology · 2024Article
- Blood glucose estimation based on ECG signal.Physical and engineering sciences in medicine · 2023Article
- Six Digital Health Technologies That Will Transform Diabetes.Journal of diabetes science and technology · 2023Article
- Fault Tolerant Strategies for Automated Insulin Delivery Considering the Human Component: Current and Future Perspectives.Journal of diabetes science and technology · 2021Review
- Feature-Based Machine Learning Model for Real-Time Hypoglycemia Prediction.Journal of diabetes science and technology · 2021Article
- Improved Low-Glucose Predictive Alerts Based on Sustained Hypoglycemia: Model Development and Validation Study.JMIR diabetes · 2021Article
- Hypoglycemia Prevention via Personalized Glucose-Insulin Models Identified in Free-Living Conditions.Journal of diabetes science and technology · 2019Article
- Reliability of Trained Dogs to Alert to Hypoglycemia in Patients With Type 1 Diabetes.Journal of diabetes science and technology · 2017Article
- Will the First Approved Automated Insulin Delivery System Be a Game-Changer in Type 1 Diabetes Management?Diabetes technology & therapeutics · 2017Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Soon after the discovery that insulin regulates blood glucose by Banting and Best in 1922, the symptoms and risks associated with hypoglycemia became widely recognized. This article reviews devices to warn individuals of impending hypo- and hyperglycemia; biosignals used by these devices include electroencephalography, electrocardiography, skin galvanic resistance, diabetes alert dogs, and continuous glucose monitors (CGMs). While systems based on other technology are increasing in performance and decreasing in size, CGM technology remains the best method for both reactive and predictive alarming of hypo- or hyperglycemia.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.